CNN

Create an algorithm to distinguish dogs from cats

CIFAR-10 - Object Recognition in Images

Identify the subject of 60,000 labeled images

MNIST like datatset for Kannada handwritten digits

Freesound Audio Tagging 2019

Automatically recognize sounds and apply tags of varying natures

Aerial Cactus Identification

Determine whether an image contains a columnar cactus

Dogs vs. Cats Redux: Kernels Edition

Distinguish images of dogs from cats

Plant Seedlings Classification

Determine the species of a seedling from an image

Histopathologic Cancer Detection

Identify metastatic tissue in histopathologic scans of lymph node sections

Movie Review Sentiment Analysis (Kernels Only)

Classify the sentiment of sentences from the Rotten Tomatoes dataset

Facial Keypoints Detection

Detect the location of keypoints on face images

Quick, Draw! Doodle Recognition Challenge

How accurately can you identify a doodle?

Statoil/C-CORE Iceberg Classifier Challenge

Ship or iceberg, can you decide from space?

Inclusive Images Challenge

Stress test image classifiers across new geographic distributions

Leaf Classification

Can you see the random forest for the leaves?

Humpback Whale Identification Challenge

Can you identify a whale by the picture of its fluke?

Second Annual Data Science Bowl

Transforming How We Diagnose Heart Disease

iMaterialist (Fashion) 2019 at FGVC6

Fine-grained segmentation task for fashion and apparel

Abstraction and Reasoning Challenge

Create an AI capable of solving reasoning tasks it has never seen before

Gendered Pronoun Resolution

Pair pronouns to their correct entities

IEEE's Signal Processing Society - Camera Model Identification

Identify from which camera an image was taken

RSNA Pneumonia Detection Challenge

Can you build an algorithm that automatically detects potential pneumonia cases?

Bengali.AI Handwritten Grapheme Classification

Classify the components of handwritten Bengali

VSB Power Line Fault Detection

Can you detect faults in above-ground electrical lines?

Galaxy Zoo - The Galaxy Challenge

Classify the morphologies of distant galaxies in our Universe

Data Science Bowl 2017

Can you improve lung cancer detection?

Conway's Reverse Game of Life

Reverse the arrow of time in the Game of Life

Cdiscount’s Image Classification Challenge

Categorize e-commerce photos

iMet Collection 2020 - FGVC7

Recognize artwork attributes from The Metropolitan Museum of Art

Invasive Species Monitoring

Identify images of invasive hydrangea

Passenger Screening Algorithm Challenge

Improve the accuracy of the Department of Homeland Security's threat recognition algorithms

First Steps With Julia

Use Julia to identify characters from Google Street View images

Challenges in Representation Learning: Facial Expression Recognition Challenge

Learn facial expressions from an image

iWildCam 2019 - FGVC6

Categorize animals in the wild

Humpback Whale Identification

Can you identify a whale by its tail?

TensorFlow Speech Recognition Challenge

Can you build an algorithm that understands simple speech commands?

Grasp-and-Lift EEG Detection

Identify hand motions from EEG recordings

Human Protein Atlas Image Classification

Classify subcellular protein patterns in human cells

Freesound General-Purpose Audio Tagging Challenge

Can you automatically recognize sounds from a wide range of real-world environments?

Diabetic Retinopathy Detection

Identify signs of diabetic retinopathy in eye images

The Nature Conservancy Fisheries Monitoring

Can you detect and classify species of fish?

iMaterialist (Fashion) 2020 at FGVC7

Fine-grained segmentation task for fashion and apparel

Toxic Comment Classification Challenge

Identify and classify toxic online comments

Sentiment Analysis on Movie Reviews

Classify the sentiment of sentences from the Rotten Tomatoes dataset

Deepfake Detection Challenge

Identify videos with facial or voice manipulations

State Farm Distracted Driver Detection

Can computer vision spot distracted drivers?

iNaturalist 2019 at FGVC6

Fine-grained classification spanning a thousand species

University of Liverpool - Ion Switching

Identify the number of channels open at each time point

Quora Insincere Questions Classification

Detect toxic content to improve online conversations

Plant Pathology 2020 - FGVC7

Identify the category of foliar diseases in apple trees

Dog Breed Identification

Determine the breed of a dog in an image